Miguel Nicolelis: Brain-to-brain communication has arrived. How we did it

155,883 views

2015-01-26 ・ TED


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Miguel Nicolelis: Brain-to-brain communication has arrived. How we did it

155,883 views ・ 2015-01-26

TED


Dvaput kliknite na engleske titlove ispod za reprodukciju videozapisa.

Prevoditelj: Senzos Osijek Recezent: Ivan Stamenković
00:12
On June 12, 2014, precisely at 3:33
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12. lipnja 2014. godine, točno u 3:33
00:18
in a balmy winter afternoon in São Paulo, Brazil,
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tijekom smirujućeg zimskog popodneva u Sao Paulu, Brazil,
00:23
a typical South American winter afternoon,
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tipično zimsko južnoameričko poslijepodne,
00:26
this kid, this young man that you see celebrating here
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ovaj klinac, ovaj mladi čovjek, kojeg vidite da ovdje slavi
00:29
like he had scored a goal,
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kao da je zabio gol,
00:31
Juliano Pinto, 29 years old, accomplished a magnificent deed.
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Juliano Pinto, star 29 godina, postigao je izvanredno djelo.
00:38
Despite being paralyzed
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Unatoč paralizi,
00:40
and not having any sensation from mid-chest to the tip of his toes
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i tome što nema nikakvog osjeta od sredine prsa do vrha nožnog palca
00:45
as the result of a car crash six years ago that killed his brother
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što je posljedica prometne nesreće od prije šest godina koja mu je ubila brata
00:49
and produced a complete spinal cord lesion that left Juliano in a wheelchair,
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te prouzročila potpunu povredu kralježnice koja je prikovala Juliana za kolica,
00:57
Juliano rose to the occasion, and on this day did something
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Juliano je uspio prohodati, i na današnji dan je učinio nešto
01:02
that pretty much everybody that saw him in the six years deemed impossible.
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Što su više-manje svi koji su ga vidjeli tijekom šest godina smatrali nemogućim.
01:09
Juliano Pinto delivered the opening kick
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Juliano Pinto uputio je početni udarac
01:14
of the 2014 Brazilian World Soccer Cup here
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Brazilskog svjetskog nogometnog prvenstva 2014 ovdje
01:20
just by thinking.
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samo misleći.
01:22
He could not move his body,
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On nije mogao micati svoje tijelo,
01:24
but he could imagine the movements needed to kick a ball.
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ali je mogao zamisliti pokrete potrebne da udari loptu.
01:29
He was an athlete before the lesion. He's a para-athlete right now.
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On je bio sportaš prije povrede. Sada je para-olimpijac.
01:32
He's going to be in the Paralympic Games, I hope, in a couple years.
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Nastupit će na paraolimpijskim igrama, nadam se, za nekoliko godina.
01:36
But what the spinal cord lesion did not rob from Juliano
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Ali što povreda kralježnice nije uspjela uzeti Julianu
01:40
was his ability to dream.
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jest njegovu sposobnost da sanja.
01:43
And dream he did that afternoon, for a stadium of about 75,000 people
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I bome je sanjao to poslijepodne, za stadion od 75,000 ljudi
01:49
and an audience of close to a billion watching on TV.
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i publiku od skoro milijardu koji su gledali TV.
01:54
And that kick crowned, basically, 30 years of basic research
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A taj je udarac okrunio, u osnovi, 30 godina temeljnog istraživanja
02:00
studying how the brain,
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proučavanja kako mozak,
02:02
how this amazing universe that we have between our ears
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kako taj nevjerojatan svemir koji postoji među našim ušima
02:06
that is only comparable to universe that we have above our head
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koji je jedino usporediv sa svemirom iznad naših glava
02:10
because it has about 100 billion elements
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jer ima oko 100 milijardi elemenata
02:13
talking to each other through electrical brainstorms,
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koji pričaju jedni s drugima putem električnih oluja,
02:16
what Juliano accomplished took 30 years to imagine in laboratories
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ono što je Juliano postigao trebalo je 30 godina zamišljati u labosu
02:21
and about 15 years to plan.
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te 15 godina planirati.
02:24
When John Chapin and I, 15 years ago, proposed in a paper
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Kada smo John Chapin i ja, prije 15 godina predložili rad
02:28
that we would build something that we called a brain-machine interface,
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da ćemo izgraditi nešto što smo zvali sučelje mozak-stroj
02:33
meaning connecting a brain to devices
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što bi značilo povezivanje mozga s uređajima
02:36
so that animals and humans could just move these devices,
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kako bi životinje i ljudi mogli pomicati te uređaje
02:40
no matter how far they are from their own bodies,
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bez obzira koliko su daleko od njihovih vlastitih tijela,
02:42
just by imagining what they want to do,
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jednostavno zamišljajući što žele činiti,
02:44
our colleagues told us that we actually needed professional help,
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naši kolege su nam rekli da mi zapravo trebamo profesionalnu,
02:49
of the psychiatry variety.
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psihijatrijsku pomoć.
02:52
And despite that, a Scot and a Brazilian persevered,
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I unatoč tome, Škot i Brazilac su opstali,
02:57
because that's how we were raised in our respective countries,
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jer smo tako odgojani, u našim zemljama,
03:02
and for 12, 15 years,
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i za 12,15 godina,
03:04
we made demonstration after demonstration suggesting that this was possible.
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napravili smo demonstraciju za demonstracijom sugerirajući da je to bilo moguće.
03:08
And a brain-machine interface is not rocket science,
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a sučelje mozak-stroj nije znanstvena fantastika,
03:11
it's just brain research.
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to je jednostavno istraživanje o mozgu.
03:13
It's nothing but using sensors
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Nije ništa doli upotrebljavanje senzora
03:16
to read the electrical brainstorms that a brain is producing
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kako bi se čitali električni impulsi koje mozak proizvodi
03:19
to generate the motor commands
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kako bi generirao motorne komande
03:21
that have to be downloaded to the spinal cord,
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koje trebaju biti prenesene u kralježnicu,
03:24
so we projected sensors that can read
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stoga smo projicirali senozore koji mogu čitati
03:26
hundreds and now thousands of these brain cells simultaneously,
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stotine i sada tisuće tih mozgovnih stanica simultano,
03:30
and extract from these electrical signals
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i estrahirati iz tih električnih signala
03:33
the motor planning that the brain is generating
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motoričko planiranje koje mozak stvara
03:36
to actually make us move into space.
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kako bismo se zapravo pomicali u prostoru.
03:39
And by doing that, we converted these signals into digital commands
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I čineći to, mi pretvaramo te signale u naše digitalne komande
03:42
that any mechanical, electronic, or even a virtual device can understand
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koje bilo kakav mehanički, elektronički, ili čak i virutalni uređaj može razumjeti
03:47
so that the subject can imagine what he, she or it wants to make move,
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kako bi subjekt mogao zamisliti koji pokret se želi napraviti,
03:54
and the device obeys that brain command.
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I uređaj se pokorava komandi mozga.
03:57
By sensorizing these devices with lots of different types of sensors,
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Detektirajući te uređaje s mnogo različitih tipova senzora,
04:01
as you are going to see in a moment,
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kao što ćete vidjeti za koji trenutak,
04:03
we actually sent messages back to the brain to confirm
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mi smo zapravo poslali poruke nazad mozgu da potvrdi
04:07
that that voluntary motor will was being enacted, no matter where --
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da ta dobrovoljna motorička volja biva donesena, bez obzira gdje -
04:11
next to the subject, next door, or across the planet.
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pored subjekta, u blizini ili na drugom kraju planete.
04:16
And as this message gave feedback back to the brain,
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i ta je poruka dala povratnu informaciju nazad mozgu,
04:19
the brain realized its goal: to make us move.
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mozak je shvatio svoj cilj: da nas pomakne.
04:23
So this is just one experiment that we published a few years ago,
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Stoga je ovo samo jedan eksperiment koji smo objavili prije nekoliko godina,
04:27
where a monkey, without moving its body,
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gdje je majmun, bez pomicanja svog tijela,
04:29
learned to control the movements of an avatar arm,
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naučio kontrolirati pokrete ruke avatara,
04:33
a virtual arm that doesn't exist.
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virtualne ruke koja ne postoji.
04:35
What you're listening to is the sound of the brain of this monkey
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Ono što sad čujete je zvuk mozga ovog majmuna
04:39
as it explores three different visually identical spheres
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dok otkriva tri različite vizualno identične sfere
04:43
in virtual space.
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u virtualnom prostoru.
04:45
And to get a reward, a drop of orange juice that monkeys love,
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i kako bi dobio nagradu, kapljicu narančina soka koju majmun voli,
04:49
this animal has to detect, select one of these objects
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ova životinja mora opaziti, izabrati jedan od ovih objekata
04:52
by touching,
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dodirom
04:54
not by seeing it, by touching it,
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ne gledanjem, već dodirom
04:56
because every time this virtual hand touches one of the objects,
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jer svaki put kad virtualna ruka dodirne neki od objekata
04:59
an electrical pulse goes back to the brain of the animal
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električni se impuls vraća u mozak životinje
05:02
describing the fine texture of the surface of this object,
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opisujući finu teksturu površine tog objekta
05:06
so the animal can judge what is the correct object that he has to grab,
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stoga životinja može prosuditi koji je to objekt koji mora zgrabiti
05:10
and if he does that, he gets a reward without moving a muscle.
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i ako to napravi, dobije nagradu bez pomicanja mišića.
05:16
The perfect Brazilian lunch:
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Savršen brazilski ručak:
05:18
not moving a muscle and getting your orange juice.
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bez pomicanja mišića dobiješ sok od naranče.
05:22
So as we saw this happening,
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I dok smo promatrali kako se to odvija,
05:25
we actually came and proposed the idea that we had published 15 years ago.
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zapravo smo se sjetili i predložili ideju koju smo objavili prije 15 godina.
05:29
We reenacted this paper.
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Ponovili smo rad.
05:31
We got it out of the drawers,
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Izvukli smo ga iz ladica,
05:33
and we proposed that perhaps we could get a human being that is paralyzed
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i dali smo prijedlog da možda možemo čovjeku koji je paraliziran
05:37
to actually use the brain-machine interface to regain mobility.
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omogućiti da koristi mozak-stroj sučelje kako bi se povratila mobilnost
05:42
The idea was that if you suffered --
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Ideja je bila da ako ste imali nesreću --
05:44
and that can happen to any one of us.
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a to se može dogoditi bilo kome od nas.
05:46
Let me tell you, it's very sudden.
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Dopustite mi reći – to se naglo dogodi.
05:48
It's a millisecond of a collision,
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Milisekunda sraza.
05:50
a car accident that transforms your life completely.
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Automobilska nesreća koja vam u potpunosti promijeni život.
05:53
If you have a complete lesion of the spinal cord,
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Ako ostanete s kompletnom povredom kralježnice,
05:56
you cannot move because your brainstorms cannot reach your muscles.
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ne možete se pomicati jer vaši moždani impulsi ne mogu doseći vaše mišiće.
06:00
However, your brainstorms continue to be generated in your head.
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Ipak, vaši moždani impulsi i dalje se stvaraju u vašoj glavi.
06:04
Paraplegic, quadriplegic patients dream about moving every night.
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Paraplegičari, kvadriplegičari sanjaju svaki dan da se ponovno pomaknu.
06:08
They have that inside their head.
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Oni to imaju u glavi.
06:10
The problem is how to get that code out of it
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Problem je kako doći do tog koda
06:13
and make the movement be created again.
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i učiniti ga opet pokretom.
06:16
So what we proposed was, let's create a new body.
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Ono što mi predlažemo jest, da se napravi novo tijelo.
06:19
Let's create a robotic vest.
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Napravimo robotsko odijelo.
06:21
And that's exactly why Juliano could kick that ball just by thinking,
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I upravo je zbog tog odjela Juliano uspio udariti loptu zamišljajući da to čini,
06:26
because he was wearing the first brain-controlled robotic vest
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jer je nosio prvo odijelo koje je kontrolirano od strane mozga
06:30
that can be used by paraplegic, quadriplegic patients to move
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koje mogu koristiti praplegičari, i kvadriplegirači kako bi se pomicali,
06:34
and to regain feedback.
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i ponovno dobili povratnu informaicju.
06:35
That was the original idea, 15 years ago.
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To je bila originalna ideja, prije 15 godina.
06:38
What I'm going to show you is how 156 people from 25 countries
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A ono što ću vam sad pokazati jest kako je 156 ljudi iz 25 zemalja
06:44
all over the five continents of this beautiful Earth,
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sa svih 5 kontinenata ove predivne Zemlje
06:47
dropped their lives, dropped their patents,
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stavilo po strani svoje živote, patente,
06:50
dropped their dogs, wives, kids, school, jobs,
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pse, žene, djecu, školu, posao,
06:54
and congregated to come to Brazil for 18 months to actually get this done.
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i okupili se kako bi došli u Brazil na 18 mjeseci kako bi se ovo rješilo.
06:59
Because a couple years after Brazil was awarded the World Cup,
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Jer nakon par godina što je Brazil odabran za domaćina svjetskog prvenstva,
07:03
we heard that the Brazilian government wanted to do something meaningful
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čuli smo da brazilska vlada želi učiniti nešto značajno
07:07
in the opening ceremony
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na ceremoniji otvorenja.
07:08
in the country that reinvented and perfected soccer
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u zemlji koja je ponovno izumila i usavršila nogomet
07:12
until we met the Germans, of course.
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Dok nismo sreli Nijemce, naravno.
07:14
(Laughter)
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(Smijeh)
07:16
But that's a different talk,
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Al' to je druga tema,
07:18
and a different neuroscientist needs to talk about that.
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i drugi neuroznanstvenici trebaju razgovarati o tome.
07:22
But what Brazil wanted to do is to showcase
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Ali ono što je Brazil htio učiniti jest pokazati
07:24
a completely different country,
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totalno drugačiju zemlju,
07:25
a country that values science and technology,
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zemlju koja cijeni znanosti i tehnologiju,
07:28
and can give a gift to millions, 25 million people around the world
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i može darivati milijune, 25 milijuna ljudi diljem svijeta
07:32
that cannot move any longer because of a spinal cord injury.
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koji se više ne mogu micati jer imaju ozlijedu kralježnice.
07:35
Well, we went to the Brazilian government and to FIFA and proposed,
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Pa, otišli smo do brazilske vlade i FIFA nam je predložila,
07:39
well, let's have the kickoff of the 2014 World Cup
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da prvi udarac na prvenstvu 2014.
07:42
be given by a Brazilian paraplegic
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bude od brazilskog paraplegičara
07:44
using a brain-controlled exoskeleton that allows him to kick the ball
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koji koristi egzoskeleton kontroliran od strane mozga koji mu omogućava da udari loptu
07:49
and to feel the contact of the ball.
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I osjeti kontakt s loptom.
07:52
They looked at us, thought that we were completely nuts,
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Pogledali su nas, misleći da smo potpuno poludjeli,
07:54
and said, "Okay, let's try."
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I rekli „U redu, hajmo pokušati.“
07:57
We had 18 months to do everything from zero, from scratch.
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Imali smo 18 mjeseci da sve napravimo. Od nule. Od početka.
08:01
We had no exoskeleton, we had no patients,
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Nismo imali niti egzoskeleton, niti pacijenata,
08:04
we had nothing done.
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ništa nije bilo gotovo.
08:06
These people came all together
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Ovi ljudi su se okupili
08:08
and in 18 months, we got eight patients in a routine of training
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i u roku od 18 mjeseci, dobili smo 8 pacijenata u rutinskim treninzima
08:12
and basically built from nothing this guy,
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i zapravo sagradili od ničega – ovo,
08:16
that we call Bra-Santos Dumont 1.
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što zovemo Bra-Santos Dumont 1.
08:21
The first brain-controlled exoskeleton to be built
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Prvi egzoskeleton kontroliran od strane mozge ikad napravljen
08:24
was named after the most famous Brazilian scientist ever,
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nazvali smo ga po najslavnijem brazilskom znanstveniku svih vremena,
08:28
Alberto Santos Dumont,
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Albertu Santosu Dumontu,
08:30
who, on October 19, 1901, created and flew himself
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Koji je 19.10.1901. napravio a zatim se njime odvezao
08:36
the first controlled airship on air in Paris for a million people to see.
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u prvom kontroliranom zrakoplovu u Parizu, pred milijunima ljudi
08:43
Sorry, my American friends,
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Oprostite, moji američki prijatelji,
08:45
I live in North Carolina,
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ja živim u Sjevernoj Karolini,
08:47
but it was two years before the Wright Brothers flew
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ali prošlo je dvije godine prije nego su braća Wright doletjela
08:52
on the coast of North Carolina.
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na obalu Sjeverne Karoline.
08:54
(Applause)
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(Pljesak)
08:57
Flight control is Brazilian. (Laughter)
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Kontrola leta je brazilska. (Smijeh)
09:02
So we went together with these guys
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Stoga smo otišli zajedno s tim ljudima
09:05
and we basically put this exoskeleton together,
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i zapravo sklopili egzoskeleton.
09:08
15 degrees of freedom, hydraulic machine
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15 stupnjeva slobode, hidraulični stroj
09:11
that can be commanded by brain signals
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koji može biti kontroliran od strane moždanih signala
09:14
recorded by a non-invasive technology called electroencephalography
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zabilježeno neinvanzivnom tehnologijom zvanom elektroencefalografija.
09:18
that can basically allow the patient to imagine the movements
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koja u biti dozvoljava pacijentu da zamisli pokrete
09:22
and send his commands to the controls, the motors,
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i pošalje komande kontroli i motoru,
09:26
and get it done.
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da ih obavi.
09:27
This exoskeleton was covered with an artificial skin
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Egzoskeleton je bio prekriven umjetnom kožom
09:30
invented by Gordon Cheng, one of my greatest friends, in Munich,
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koju je napravio Gordon Cheng, jedan od mojih najboljih prijatelja, u Munchenu,
09:34
to allow sensation from the joints moving and the foot touching the ground
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kako bi se osjetili podražaji zlgobova koji se kreću i nogu koje dodiruju pod
09:39
to be delivered back to the patient through a vest, a shirt.
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te se vrate nazad pacijentu kroz odijelo, majicu.
09:43
It is a smart shirt with micro-vibrating elements
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To je pametna majica s mikro-vibrirajućim elementima
09:46
that basically delivers the feedback and fools the patient's brain
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koja zapravo donosi povratnu informaciju i vara mozak pacijenta
09:51
by creating a sensation that it is not a machine that is carrying him,
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stvarajući osjećaj da nije stroj taj koji ga nosi,
09:55
but it is he who is walking again.
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već on sam hoda ponovno.
09:58
So we got this going, and what you'll see here
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Uspjeli smo u tome, i ovdje možete vidjeti
10:01
is the first time one of our patients, Bruno, actually walked.
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po prvi put jedan od naših pacijenata, Bruno, zapravo je hodao.
10:06
And he takes a few seconds because we are setting everything,
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Treba mu nekoliko sekundi jer pripremamo sve
10:08
and you are going to see a blue light cutting in front of the helmet
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i vidjet ćete plavo svjetlo kako se urezuje u prednji dio kacige
10:12
because Bruno is going to imagine the movement that needs to be performed,
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jer će Bruno zamisliti pokrete koji se trebaju obaviti,
10:16
the computer is going to analyze it, Bruno is going to certify it,
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računalo će ih analizirati, Bruno će ih potvrditi,
10:19
and when it is certified,
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i kada su potvrđeni,
10:21
the device starts moving under the command of Bruno's brain.
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uređaj će krenuti s pokretima upravljanim Bruninim mozgom.
10:24
And he just got it right, and now he starts walking.
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Sve je dobro prošlo, i on sada može početi hodati.
10:29
After nine years without being able to move,
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Nakon što se devet godina nije uspio niti pokrenuti,
10:32
he is walking by himself.
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ponovno samostalno hoda.
10:34
And more than that --
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I više od toga –-
10:36
(Applause) --
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(Pljesak) --
10:39
more than just walking,
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više od samog hoda,
10:41
he is feeling the ground,
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on osjeća tlo,
10:43
and if the speed of the exo goes up,
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i ako se brzina egzoa poveća,
10:45
he tells us that he is walking again on the sand of Santos,
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govori nam da opet hoda na pijesku Santosa,
10:50
the beach resort where he used to go before he had the accident.
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plaže gdje je običavao ići prije nesreće.
10:54
That's why the brain is creating a new sensation in Bruno's head.
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Zato mozak stvara novi osjećaj u Bruninoj glavi.
10:57
So he walks, and at the end of the walk -- I am running out of time already --
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On hoda, i na kraju toga -- već mi ističe vrijeme --
11:01
he says, "You know, guys,
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kaže „Znate, ljudi,
11:04
I need to borrow this thing from you when I get married,
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moram ovo čudo posuditi od vas kad se budem ženio
11:06
because I wanted to walk to the priest
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jer sam htio došetati do svećenika
11:09
and see my bride and actually be there by myself.
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i zapravo vidjeti mladu, biti tamo sam.
11:13
Of course, he will have it whenever he wants.
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Naravno da će ga dobiti kad god zaželi.
11:16
And this is what we wanted to show during the World Cup, and couldn't,
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i to je ono što smo željeli pokazati tijekom svjetskog prvenstva, a nismo mogli
11:20
because for some mysterious reason, FIFA cut its broadcast in half.
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jer je iz nekog misterioznog razloga, FIFA odrezala dio prijenosa.
11:25
What you are going to see very quickly is Juliano Pinto in the exo doing the kick
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Ono što ćete sad na brzinu vidjeti je Juliano Pinto u svom egzo-udarcu
11:33
a few minutes before we went to the pitch
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par minuta prije nego smo otišli na teren
11:35
and did the real thing in front of the entire crowd,
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i napravili pravu stvar pred cijelom publikom,
11:38
and the lights you are going to see just describe the operation.
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i svjetla koja ćete vidjeti samo opisuju operaciju.
11:41
Basically, the blue lights pulsating indicate that the exo is ready to go.
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U biti, plavo pulsirajuće svjetlo ukazuje na to da je egzo spreman.
11:46
It can receive thoughts and it can deliver feedback,
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Može primati misli i uzvratiti povratnu informaciju,
11:49
and when Juliano makes the decision to kick the ball,
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i kada je Juliano odlučio udariti loptu,
11:52
you are going to see two streams of green and yellow light
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vidjet ćete dva slijeda zelenog i žutog svjetla
11:55
coming from the helmet and going to the legs,
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kako izlaze iz kacige i idu prema nogama
11:58
representing the mental commands that were taken by the exo
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predstavljajući mentalne naredbe koje je napravio egzo
12:02
to actually make that happen.
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kako bi se one zaista dogodile.
12:04
And in basically 13 seconds,
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I u svega 13 sekundi,
12:07
Juliano actually did.
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Juliano je zapravo uspio.
12:09
You can see the commands.
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Možete vidjeti naredbe.
12:11
He gets ready, the ball is set, and he kicks.
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Priprema se, lopta se namješta, i on udara.
12:15
And the most amazing thing is,
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A najnevjerojatnije od svega je,
12:17
10 seconds after he did that, and looked at us on the pitch,
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10 sekundi nakon što je to napravio, i pogledao nas na terenu,
12:20
he told us, celebrating as you saw,
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rekao nam je, slaveći, kao što ste vidjeli,
12:22
"I felt the ball."
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„Osjetio sam loptu.“
12:25
And that's priceless.
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A to je neprocjenjivo.
12:27
(Applause)
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(Pljesak)
12:29
So where is this going to go?
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I gdje ćemo odavdje?
12:31
I have two minutes to tell you
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Imam dvije minute da vam kažem
12:33
that it's going to the limits of your imagination.
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da to ide do granica vaše mašte.
12:36
Brain-actuating technology is here.
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Tehnologija pokretana mozgom je pred nama.
12:38
This is the latest: We just published this a year ago,
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Ovo je posljednje: to smo objavili tek prije godinu dana
12:41
the first brain-to-brain interface
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prvo mozak-mozak sučelje
12:43
that allows two animals to exchange mental messages
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koji omogućava dvjema životinjama da razmjene mentalne poruke
12:46
so that one animal that sees something coming from the environment
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tako da jedna životinja koja vidi nešto što dolazi iz okoliša
12:50
can send a mental SMS, a torpedo, a neurophysiological torpedo,
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može poslati mentalni „sms“ torpedo, neurofiziološki torpedo,
12:56
to the second animal,
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drugoj životinji,
12:57
and the second animal performs the act that he needed to perform
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a druga će životinja reagirati na način na koji treba reagirati
13:01
without ever knowing what the environment was sending as a message,
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bez da ikad sazna što je okoliš poslao kao poruku,
13:05
because the message came from the first animal's brain.
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jer je poruka došla od mozga prve životinje.
13:09
So this is the first demo.
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Evo prvi demo.
13:11
I'm going to be very quick because I want to show you the latest.
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Bit ću veoma brz jer vam želim pokazati najnovije.
13:15
But what you see here is the first rat getting informed
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Ali ono što vidite ovdje jest prvi štakor biva informiran
13:21
by a light that is going to show up on the left of the cage
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svjetlom koje će se pojaviti na lijevoj strani kaveza
13:24
that he has to press the left cage to basically get a reward.
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da mora pritisnuti lijevi kavez kako bi u biti dobio nagradu.
13:27
He goes there and does it.
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On ide tamo i napravi to.
13:29
And the same time, he is sending a mental message
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U isto vrijeme šalje mentalnu poruku
13:31
to the second rat that didn't see any light,
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drugom štakoru koji nije vidio nikavo svjetlo,
13:35
and the second rat, in 70 percent of the times
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i drugi štakor, u 70 posto slučajeva
13:37
is going to press the left lever and get a reward
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će također pritisnuti lijevu polugu i dobiti nagradu
13:41
without ever experiencing the light in the retina.
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bez da je ikad iskusio svjetlo na mrežnici.
13:45
Well, we took this to a little higher limit
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Prenijeli smo ovo na malo veću skalu
13:49
by getting monkeys to collaborate mentally in a brain net,
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uzevši majmune da surađuju mentalno u moždanoj mreži,
13:54
basically to donate their brain activity
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u biti da doniraju svoju moždanu aktivnost
13:56
and combine them to move the virtual arm that I showed you before,
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i kombiniraju je s pokretom vritualne ruke koju sam pokazao ranije,
14:00
and what you see here is the first time the two monkeys combine their brains,
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i ono što ovdje vidite je prvi put dva majmuna kombiniraju svoje mozgove,
14:05
synchronize their brains perfectly to get this virtual arm to move.
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savršeno sinkronizirajući njihove mozgove kako bi se ova virtualna ruka pomakla.
14:09
One monkey is controlling the x dimension,
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Jedan majmun kontrolira x dimenziju,
14:12
the other monkey is controlling the y dimension.
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a drugi majmun kontrolira y dimenziju.
14:14
But it gets a little more interesting when you get three monkeys in there
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Ali postaje malo zanimljivije kad dodate još jednog majmuna ovdje
14:19
and you ask one monkey to control x and y,
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pa zatražite da jedan upravlja x i y,
14:22
the other monkey to control y and z,
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drugi s y i z,
14:25
and the third one to control x and z,
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a treći s x i z,
14:28
and you make them all play the game together,
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i napravite da se igraju svi zajedno
14:30
moving the arm in 3D into a target to get the famous Brazilian orange juice.
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pokrećući 3D ruku u metu kako bi se dobio slavni brazilski sok od naranče.
14:36
And they actually do.
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I zapravo uspijevaju.
14:38
The black dot is the average of all these brains working
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Crna točka je prosjek svog moždanog rada
14:43
in parallel, in real time.
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paralelno, u realnom vremenu.
14:46
That is the definition of a biological computer,
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To je definicija biološkog računala,
14:49
interacting by brain activity and achieving a motor goal.
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koji je u interakciji s moždanom aktivnošću I ispunjava motoričke ciljeve.
14:53
Where is this going?
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Gdje ovo sve vodi?
14:55
We have no idea.
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Nemamo pojma.
14:58
We're just scientists.
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Mi smo samo znanstvenici.
14:59
(Laughter)
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(Smijeh)
15:01
We are paid to be children,
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Mi smo plaćeni da budemo djeca,
15:03
to basically go to the edge and discover what is out there.
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da zapravo idemo do ruba i otkrivamo što je tamo.
15:07
But one thing I know:
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Ali jednu stvar znam:
15:09
One day, in a few decades,
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jednog dana, za nekoliko desetljeća,
15:11
when our grandchildren surf the Net just by thinking,
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kad naši unuci budu surfali netom samo zamišljajući
15:15
or a mother donates her eyesight to an autistic kid who cannot see,
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ili majka bude donirala svoj vid autističnom djetetu koje ne može vidjeti,
15:19
or somebody speaks because of a brain-to-brain bypass,
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ili netko progovori zbog premosnice s mozga na mozak
15:22
some of you will remember that it all started on a winter afternoon
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neki od vas će se sjetiti da je sve počelo jednog zimskog popodneva
15:28
in a Brazilian soccer field with an impossible kick.
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na brazilskom nogometnom terenu s nemogućim udarcem.
15:32
Thank you.
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Hvala.
15:34
(Applause)
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(Pljesak)
15:43
Thank you.
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Hvala
15:59
Bruno Giussani: Miguel, thank you for sticking to your time.
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Bruno Giussani: Miguel, hvala što si se držao zadanog vremena.
16:03
I actually would have given you a couple more minutes,
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Zapravo bih ti bio dao još par minuta
16:05
because there are a couple of points we want to develop, and, of course,
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jer postoji još par pojedinosti koje smo htjeli razviti, i, naravno
16:08
clearly it seems that we need connected brains to figure out where this is going.
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izgleda da trebamo spojene mozgove kako bismo skužili gdje ovo vodi.
16:12
So let's connect all this together.
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Stoga hajmo spojiti sve skupa.
16:14
So if I'm understanding correctly,
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Ako sam dobro razumio,
16:16
one of the monkeys is actually getting a signal
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jedan od majmuna zapravo dobiva signal
16:18
and the other monkey is reacting to that signal
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a drugi majmun reagira na taj signal
16:21
just because the first one is receiving it and transmitting the neurological impulse.
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samo zato jer ga je prvi majmun primio i prenio neurološki impuls.
16:25
Miguel Nicolelis: No, it's a little different.
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Miguel Nicolelis: Ne, malo je drugačije.
16:27
No monkey knows of the existence of the other two monkeys.
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Majmun nije svjestan postojanja ostala dva majmuna.
16:30
They are getting a visual feedback in 2D,
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Oni dobivaju povratnu informaciju u 2D-u,
16:33
but the task they have to accomplish is 3D.
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ali zatadak koji trebaju obaviti je u 3D-u.
16:36
They have to move an arm in three dimensions.
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Moraju pomicati ruku u tri dimenzije.
16:38
But each monkey is only getting the two dimensions on the video screen
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Ali svaki majmun dobiva samo video ekran s dvije dimenzije
16:42
that the monkey controls.
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koje on kontrolira.
16:44
And to get that thing done,
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I kako bi se to napravilo,
16:47
you need at least two monkeys to synchronize their brains,
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trebamo najmanje dva majmuna koji bi sinkronizirali svoje mozgove,
16:49
but the ideal is three.
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ali idealno je troje.
16:51
So what we found out is that when one monkey starts slacking down,
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Ono što smo saznali jest da kad jedan majmun krene usporavati,
16:55
the other two monkeys enhance their performance
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druga dvojica poboljašaju učinkovitost
16:57
to get the guy to come back,
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kako bi „povratili“ trećega
16:59
so this adjusts dynamically,
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stoga se ovo dinamički prilagođava,
17:02
but the global synchrony remains the same.
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dok globalni sinkronicitet ostaje isti.
17:06
Now, if you flip without telling the monkey
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E sad, ako prebaciš bez da kažeš majmunima
17:09
the dimensions that each brain has to control,
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dimenziju koju svaki mozak treba kontrolirati,
17:11
like this guy is controlling x and y,
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kao što ovaj kontrolira x i y,
17:13
but he should be controlling now y and z,
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a trebao bi kontrolirati x i z.
17:16
instantaneously, that animal's brain forgets about the old dimensions
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mozak životinje instantno zaboravlja stare dimenzije
17:20
and it starts concentrating on the new dimensions.
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i počne se koncentrirati na nove dimenzije.
17:23
So what I need to say is that no Turing machine,
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Stoga moram reći da nijedan Turingov stroj,
17:26
no computer can predict what a brain net will do.
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nijedno računalo predvidjeti što će moždana mreža učiniti.
17:30
So we will absorb technology as part of us.
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Stoga ćemo apsorbirati tehnologiju kao da je dio nas.
17:33
Technology will never absorb us.
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Tehnologija nikad neće apsorbirati nas.
17:35
It's simply impossible.
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Jednostavno je nemoguće.
17:38
BG: How many times have you tested this?
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BG: Koliko puta ste testirali ovo?
17:41
And how many times have you succeeded versus failed?
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I koliko puta ste uspjeli, napsram koliko puta niste uspjeli?
17:44
MN: Oh, tens of times.
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MN: Na desetke puta.
17:46
With the three monkeys? Oh, several times.
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S tri majmuna? Nekoliko puta.
17:48
I wouldn't be able to talk about this here unless I had done it a few times.
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Ne bih bio u stanju pričati o tome ovdje bez da sam to napravio već nekoliko puta.
17:53
And I forgot to mention, because of time,
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Zbog stiske s vremenom, zaboravio sam spomenuti,
17:55
that just three weeks ago, a European group
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da je prije samo tri tjedna, europska grupa
17:59
just demonstrated the first man-to-man brain-to-brain connection.
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demonstrirala prvu mozak-mozak vezu između dva čovjeka.
18:04
BG: And how does that play?
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BG: I kako to radi?
18:06
MN: There was one bit of information -- big ideas start in a humble way --
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MN: Postoji jedna sitnica -- velike ideje kreću vrlo skromno --
18:10
but basically the brain activity of one subject
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ali zapravo moždana aktivnost jednog subjekta
18:17
was transmitted to a second object, all non-invasive technology.
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prebačena je na drugi subjekt a sve neinvanzivnom tehnologijom.
18:21
So the first subject got a message, like our rats, a visual message,
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Stoga je prvi subjekt dobio poruku, kao naši štakori, vizualnu poruku,
18:25
and transmitted it to the second subject.
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i prenio je drugom subjektu.
18:28
The second subject received a magnetic pulse in the visual cortex,
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Drugi je subjekt primio magnetski impuls u vidnom korteksu
18:32
or a different pulse, two different pulses.
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ili drugačiji impuls, dva drugačija impulsa.
18:36
In one pulse, the subject saw something.
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U jednom impulsu subjekt je nešto vidio.
18:38
On the other pulse, he saw something different.
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A u drugom je vidio nešto drugo.
18:40
And he was able to verbally indicate
327
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I bio je sposoban verbalno naznačiti
18:42
what was the message the first subject was sending
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kakva je poruka koju je prvi subjekt poslao
18:45
through the Internet across continents.
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kroz Internet diljem kontinenata.
18:48
Moderator: Wow. Okay, that's where we are going.
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Moderator: Wow. Okej, tamo idemo.
18:51
That's the next TED Talk at the next conference.
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To je sljedeći TED govor na sljedećoj konferenciji.
18:53
Miguel Nicolelis, thank you. MN: Thank you, Bruno. Thank you.
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Miguel Nicolelis, hvala ti. MN: Hvala tebi, Bruno. Hvala.
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